SOTAVerified

Synthetic Data Generation

The generation of tabular data by any means possible.

Papers

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Showing 331–340 of 822 papers

TitleStatusHype
Generative Adversarial Networks for Synthetic Data Generation: A Comparative Study—0
Generative adversarial network with object detector discriminator for enhanced defect detection on ultrasonic B-scans—0
Fill In The Gaps: Model Calibration and Generalization with Synthetic Data—0
Generative Data Augmentation Challenge: Zero-Shot Speech Synthesis for Personalized Speech Enhancement—0
Generative Distribution Prediction: A Unified Approach to Multimodal Learning—0
LiDAR-EDIT: LiDAR Data Generation by Editing the Object Layouts in Real-World Scenes—0
Compressing GANs using Knowledge Distillation—0
Fighting Money Laundering with Statistics and Machine Learning—0
Generative Zoo—0
FIG: Forward-Inverse Generation for Low-Resource Domain-specific Event Detection—0
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All datasetsUCI Epileptic Seizure RecognitionUNSW-NB15

Benchmark Results

#ModelMetricClaimedVerifiedStatus
1corGANAUROC0.92—Unverified
2GANAUROC0.87—Unverified
#ModelMetricClaimedVerifiedStatus
1kiNETGANEMD0.07—Unverified
2CTGANEMD0.07—Unverified